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	<title>Todd Vanderlin &#187; matlab</title>
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	<description>Design &#38; Technology</description>
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		<title>A Day in the Life of the MBTA</title>
		<link>http://toddvanderlin.com/projects/mbta_visualizations</link>
		<comments>http://toddvanderlin.com/projects/mbta_visualizations#comments</comments>
		<pubDate>Sun, 15 Nov 2009 21:14:29 +0000</pubDate>
		<dc:creator>Todd Vanderlin</dc:creator>
				<category><![CDATA[Projects]]></category>
		<category><![CDATA[boston]]></category>
		<category><![CDATA[data]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[infographics]]></category>
		<category><![CDATA[matlab]]></category>
		<category><![CDATA[mbta]]></category>
		<category><![CDATA[openframeworks]]></category>
		<category><![CDATA[posters]]></category>
		<category><![CDATA[print]]></category>

		<guid isPermaLink="false">http://toddvanderlin.com/?p=1636</guid>
		<description><![CDATA[<a href="http://www.flickr.com/photos/vanderlin/4107232320/" title="All Trains by Vanderlin, on Flickr"><img src="http://farm3.static.flickr.com/2674/4107232320_62a5d3bc99.jpg" width="500" height="353" alt="All Trains" /></a>
<a href="http://www.flickr.com/photos/vanderlin/4107019462/" title="Orange by Vanderlin, on Flickr"><img src="http://farm3.static.flickr.com/2659/4107019462_aa34aed152.jpg" width="500" height="349" alt="Orange" /></a>
<a href="http://www.flickr.com/photos/vanderlin/4107028502/" title="841 x 594_A2 by Vanderlin, on Flickr"><img src="http://farm3.static.flickr.com/2660/4107028502_7b2dfd8199.jpg" width="500" height="375" alt="841 x 594_A2" /></a>
Just finished a project with Ryan and Brad for the <a href="http://www.eot.state.ma.us/developers/">MassDOT</a> developers challenge. They release data of the card swipes for a 24 hour period. The three of us in about 5 days created posters visualizing the trains traffic on all the MBTA lines. The conference was yesterday and we ended up winning second place. Read more about the project <a href="http://toddvanderlin.com/projects/mbta_visualizations">here.</a>

The project was a collaborative effort between: 
<a href="http://toddvanderlin.com/">Todd Vanderlin</a>
<a href="http://www.habbyshaw.com/">Ryan Habbyshaw</a>
<a href="http://blog.welcometothewilderness.org/">Brad Simpson</a>]]></description>
			<content:encoded><![CDATA[<h4>Description</h4>
<p>This project was a collaboration between Ryan Habbyshaw, Brad Simpson, and Todd Vanderlin. We began the project seven days ago when we learned of the competition and developed it from initial ideas to the final foldable posters within the week. Below is a brief description of the process of parsing, sorting, visualizing, and composing the final posters.</p>
<p>The subway data from August 12, 2009 was parsed in openFrameworks and Matlab using custom applications. Statistical analysis was performed in Matlab for subway loading (temporal and geographical including the entire MBTA, individual lines, and individual stations), rate of subway activity, and associated data. openFrameworks was used to generate the central visualizations for the project. Programs were written to interpret data that was processed into several arrangements to emphasize different trends within the data. Linear charts were used to display the activity of stations on a given line to show the geographic relation of activity throughout the course of the day. Circular 24-hour clocks for individual lines and stations were made in order to see the relative activity throughout the day. Pie charts were used to visualize rush hour commutes on each line, showing the contrast of activity during morning and evening rush hours. Histograms were used to show the breakdown of daily activity in a linear fashion. Layouts were done in Illustrator and visualizations were combined in order to create the five individual MBTA line posters and overall MBTA poster. Individual print posters are 33in x 23 in. </p>
<h4>Photos</h4>
<p>All Lines over 24 hours.<br />
<img src="http://toddvanderlin.com/cms/wp-content/uploads/2009/11/header.jpg" width="700px"/><br />
Built around a 24 hour clock each ring is a train station the thickness of the line represent the amount of people on the train at that time.<br />
<img src="http://farm3.static.flickr.com/2505/4100253787_d6aacd9566_b.jpg" width="700px"/><br />
Orange Line<br />
<img src="http://farm3.static.flickr.com/2659/4107019462_aa34aed152_b.jpg" width="700px"/><br />
<img src="http://farm3.static.flickr.com/2660/4107028502_7b2dfd8199_b.jpg" width="700px"/><br />
Red Line<br />
<img src="http://farm3.static.flickr.com/2683/4106260695_13c776f08b_b.jpg" width="700px"/><br />
Green Line<br />
<img src="http://farm3.static.flickr.com/2557/4107025236_2e64aec70a_b.jpg" width="700px"/><br />
Blue Line<br />
<img src="http://farm3.static.flickr.com/2669/4106257507_6c9f4550bc_b.jpg" width="700px"/><br />
Silver Line<br />
<img src="http://farm3.static.flickr.com/2732/4107021438_c8e023d6c8_b.jpg" width="700px"/><br />
More photos <a href="http://www.flickr.com/photos/vanderlin/sets/72157622672845951/">here</a></p>
<h4>Credits:</h4>
<p><a href="http://toddvanderlin.com/">Todd Vanderlin</a><br />
<a href="http://www.habbyshaw.com/">Ryan Habbyshaw</a><br />
<a href="http://blog.welcometothewilderness.org/">Brad Simpson</a></p>
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